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Kenneth Stanley proslijedio/la je Tweet
This reminds me of one of my favorite
of the decade, Why Greatness Cannot Be Planned by @kenneth0stanley. The decision tree of life is foggy and the “right” path can’t be known. Don’t plan a route, set a *direction* and re-calibrate frequently.https://www.amazon.com/Why-Greatness-Cannot-Planned-Objective/dp/3319155237 …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Kenneth Stanley proslijedio/la je Tweet
Introducing Deep Innovation Protection - we scale neuroevolution to more complex tasks such as "VizDoom: Take Cover" by temporally reducing the selection pressure on specific components in an evolving world model. https://arxiv.org/abs/2001.01683 w/
@kenneth0stanley@UberAILabs@ITUkbhpic.twitter.com/9SwEE1K351Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Life is not easy when you're posing next to a GAN-generated face.pic.twitter.com/Ag8otuDtjj
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Despite at least one cause being apparent (less data on faces on the periphery), it's still interesting to see the train-wreck when a photo-realistic face-trained GAN makes the unfortunate choice to place a "friend" beside the main subject... (more in reply)pic.twitter.com/0BqdPnxJzs
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Kenneth Stanley proslijedio/la je Tweet
This is
@kenneth0stanley There is no objective!!https://twitter.com/PDLComics/status/1213172405377613825 …
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Kenneth Stanley proslijedio/la je Tweet
Wow. 24 hours from our blog post to someone posting a web tutorial/summary of our Generative Teaching Networks! Impressively fast! https://www.youtube.com/watch?v=lmnJfLjDVrI … work led by
@felipesuch with@AdityaRawaI@joelbot3000 and@kenneth0stanleyHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Introducing Generative Teaching Networks - they generate synthetic data optimized to train learners as fast as possible - a new way to generate data for architecture search & more! https://eng.uber.com/generative-teaching-networks/ … Led by
@felipesuch w/@jeffclune,@joelbot3000, &@AdityaRawalHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Kenneth Stanley proslijedio/la je Tweet
There's definitely a common philosophical thread running through
@paulg's latest essay http://www.paulgraham.com/lesson.html and@kenneth0stanley and Joel Lehman's "Why Greatness Cannot Be Planned"https://www.amazon.com/Why-Greatness-Cannot-Planned-Objective/dp/3319155237 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Kenneth Stanley proslijedio/la je Tweet
If you are willing to learn more about Quality-Diversity algorithms, we have created a website that gathers papers, tutorials, and implementations of QD algorithms. The progressive increase of papers published on this topic every year is impressive! https://quality-diversity.github.io/ pic.twitter.com/qQS6yeH72z
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Kenneth Stanley proslijedio/la je Tweet
Great discussion on lifelong learning in Neural Networks, highlights work by
@jeffclune and@kenneth0stanley. Lifelong learning was a notion I wanted to study early on.#lifelonglearning#ai#machinelearning#plasticityhttps://cacm.acm.org/magazines/2019/6/236992-lifelong-learning-in-artificial-neural-networks/fulltext …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Kenneth Stanley proslijedio/la je Tweet
CMA-ME (that's the acronym) builds on the ideas of quality diversity algorithms as pioneered by
@kenneth0stanley@joelbot3000@err_more, in particular the MAP-Elites algorithm by@jeffclune@jb_mouret@CULLYAntoine, and combines this with principles of modern optimization.Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Kenneth Stanley proslijedio/la je Tweet
Great listening on the topic for those interested: My
@twimlai convos with@kenneth0stanley and Risto Miikkulainen https://twimlai.com/twiml-talk-94-neuroevolution-evolving-novel-neural-network-architectures-kenneth-stanley/ … https://twimlai.com/twiml-talk-47-evolutionary-algorithms-machine-learning-risto-miikkulainen/ …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Kenneth Stanley proslijedio/la je Tweet
To create better AI, researchers are attempting to emulate the only system we’ve seen develop anything remotely like human intelligence: biological evolution.https://www.quantamagazine.org/computers-evolve-a-new-path-toward-human-intelligence-20191106/ …
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Nice coverage by
@SilverJacket of some of the big ideas behind our work and some of the history of neuroevolution for@QuantaMagazine at https://quantamagazine.org/computers-evolve-a-new-path-toward-human-intelligence-20191106/ … ...thanks for the thoughtful article!Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Kenneth Stanley proslijedio/la je Tweet
Lenia is now used in machine learning research! by
@ScienceReinke, M Etcheverry &@pyoudeyer. They used curiosity-driven IMGEP algorithm with CPPN-NEAT and VAE to auto discover artificial life-forms, with interesting results (increased diversity). https://arxiv.org/abs/1908.06663 pic.twitter.com/Xezm9s6bCN
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Kenneth Stanley proslijedio/la je Tweet
Open-ended algorithms can offer an entirely different level of automated creation.
@kenneth0stanley talks more about this new grand challenge for#AI at the@OReillyAI conference in San Jose.https://oreil.ly/FDGBEHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Kenneth Stanley proslijedio/la je Tweet
Infinite-resolution image generation in the browser using CPPNs, GANs and some TensorFlow.js wizardy
Check it out LIVE at


https://thispicturedoesnotexist.com 

((following the naming convention of GAN websites, of course
))) @hardmaru@kenneth0stanleypic.twitter.com/KnCAMO71hg
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Kenneth Stanley proslijedio/la je Tweet
Evolving Networks: A nice review article about NEAT and extensions, with a minimal python implementation. Interesting to read about Neuroevolution from people like
@wellecks who mainly work on Deep Learning and NLP. https://wellecks.wordpress.com/2019/07/21/evolving-networks/ …pic.twitter.com/0J5UDikb91
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Kenneth Stanley proslijedio/la je Tweet
@kenneth0stanley Sr Research Scientist@UberAILabs is one of the many expert keynote speakers at the#OReillyAI conference. Final weeks to register! Save your spot today. https://oreil.ly/2Wz9pUK pic.twitter.com/7QLqcf8eCQ
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Kenneth Stanley proslijedio/la je Tweet
We are very proud that
@Uber AI Labs' Rui Wang, Joel Lehman, Jeff Clune, and Ken Stanley won a Best Paper Award@GECCO2019 for POET, the ML algorithm released earlier this year! More about POET: https://ubere.ng/2RfKsvr Read the paper: https://ubere.ng/2H4nH94#ML#AI#DeepLearningPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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